function validateCustomerName(){
var validatedName = "";
var restrictedCharactersArray = ["0","1","2","3","4","5","6","7","8","9","~","`","!","@","#","$","%","^","&","*","(",")","-","_",
"+","=","{","}","[","]",":",";","'","<",">",",",".","?","/","/\/","|"];
var customerName = document.getElementById("customerName").value;
var numberValidation = (/^[a-zA-Z_ ]+$/g).test(customerName);
if(!numberValidation){
validatedName = "";
var customerNameArray = customerName.split("");
for(var i=0;i<restrictedCharactersArray.length;i++){
var restrictedCharacter = restrictedCharactersArray[i];
if(customerNameArray.indexOf(restrictedCharacter) !== -1){
for(var j=0; j<customerNameArray.length; j++){
var customerNameCharacter = customerNameArray[j];
if(customerNameCharacter !== restrictedCharacter){
validatedName = validatedName+customerNameCharacter;
}
}
}
}
document.getElementById("customerName").value = validatedName;
}
}
<input type="text" id="customerName" onKeyUp="validateCustomerName();" />